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[Not for landing] quant recipe for phi4-mini #2038

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@metascroy metascroy commented Apr 10, 2025

embedding: 4-bit, asymmetric, group_size=32
linear: 4-bit, symmetric, group_size=128

|  Tasks  |Version|Filter|n-shot| Metric |   |Value |   |Stderr|
|---------|------:|------|-----:|--------|---|-----:|---|-----:|
|hellaswag|      1|none  |     0|acc     |↑  |0.5114|±  |0.0050|
|         |       |none  |     0|acc_norm|↑  |0.6841|±  |0.0046|

embedding: 4-bit, asymmetric, group_size=32
linear: 4-bit, symmetric, group_size=32

|  Tasks  |Version|Filter|n-shot| Metric |   |Value |   |Stderr|
|---------|------:|------|-----:|--------|---|-----:|---|-----:|
|hellaswag|      1|none  |     0|acc     |↑  |0.5186|±  |0.0050|
|         |       |none  |     0|acc_norm|↑  |0.6913|±  |0.0046|

embedding: 8-bit, asymmetric, channelwise
linear: 4-bit, symmetric, group_size=32

|  Tasks  |Version|Filter|n-shot| Metric |   |Value |   |Stderr|
|---------|------:|------|-----:|--------|---|-----:|---|-----:|
|hellaswag|      1|none  |     0|acc     |↑  |0.5331|±  |0.0050|
|         |       |none  |     0|acc_norm|↑  |0.7117|±  |0.0045|

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pytorch-bot bot commented Apr 10, 2025

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/2038

Note: Links to docs will display an error until the docs builds have been completed.

❌ 2 New Failures

As of commit 58b3593 with merge base 31f119e (image):

NEW FAILURES - The following jobs have failed:

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@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Apr 10, 2025
@metascroy metascroy changed the title Quant recipe for phi4-mini [Not for landing] quant recipe for phi4-mini Apr 10, 2025
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